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Closing the QA Gap: Why Medical Device OEMs Must Shift Quality Upstream

Move QA Upstream: How AI Inspection Helps Medical Device OEMs Reduce Risk & Costs

Key insights from this report include:

  • Why downstream QA exposes OEMs and CMs to costly rework, recalls, and reputational risk
  • How moving QA upstream improves throughput and strengthens OEM-CM collaboration
  • The role of AI-powered inspection in creating accuracy, traceability, and continuous improvement
  • Real-world example:a CM catching catheter defects upstream, saving costs and preserving trust

Discover how leading manufacturers are reducing defects, increasing efficiency, and cutting costs with AI-powered inspection.

About Akridata

Akridata is an industry leader in AI-powered visual inspection.


Our Vision Assist, Vision Command, and Vision Copilot systems help OEMs and CMs align on quality before it becomes a problem, with modular AI inspection, lightweight deployments, shared QA dashboards, and secure traceable logs.